DEVELOPMENT... OpenML
Run
31254

Run 31254

Task 4567 (Supervised Classification) audiology Uploaded 13-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I80
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9873
Per class
Build CPU time
0.0739
Build memory
191635981.0407
F measure
0.957
Per class
Kappa
0.8871
KB relative information score
1863.4285
Mean absolute error
0.0636
Mean prior absolute error
0.3783
Number of instances
2260
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9579
Per class
Predictive accuracy
0.9566
Prior entropy
0.8182
Recall
0.9566
Per class
Relative absolute error
0.1682
Root mean prior squared error
0.4343
Root mean squared error
0.1874
Root relative squared error
0.4315
SciMark benchmark
920.5983